Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 46096 |
| Missing cells | 43527 |
| Missing cells (%) | 3.4% |
| Duplicate rows | 164 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 67.4 MiB |
| Average record size in memory | 1.5 KiB |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 17 |
| Text | 3 |
| Dataset has 164 (0.4%) duplicate rows | Duplicates |
Ano Letivo de Previsão de Conclusão is highly overall correlated with Ano de Ingresso and 1 other fields | High correlation |
Ano de Ingresso is highly overall correlated with Ano Letivo de Previsão de Conclusão and 1 other fields | High correlation |
Campus is highly overall correlated with Código Curso | High correlation |
Carga Horária Obrigatória Pendente is highly overall correlated with Ano Letivo de Previsão de Conclusão and 6 other fields | High correlation |
Carga Horária de Prática Profissional Pendente is highly overall correlated with Carga Horária Obrigatória Pendente and 4 other fields | High correlation |
Carga Horária de Seminário Pendente is highly overall correlated with Carga Horária Obrigatória Pendente and 4 other fields | High correlation |
Código Curso is highly overall correlated with Campus | High correlation |
Forma de Ingresso is highly overall correlated with Nível de Ensino and 1 other fields | High correlation |
Frequência no Período is highly overall correlated with class | High correlation |
I.R.A. is highly overall correlated with Percentual de Progresso and 1 other fields | High correlation |
Modalidade is highly overall correlated with Nível de Ensino and 1 other fields | High correlation |
Nível de Ensino is highly overall correlated with Forma de Ingresso and 2 other fields | High correlation |
Percentual de Progresso is highly overall correlated with Carga Horária Obrigatória Pendente and 6 other fields | High correlation |
Período Atual is highly overall correlated with Carga Horária Obrigatória Pendente and 5 other fields | High correlation |
Prática Profissional Pendente is highly overall correlated with Carga Horária Obrigatória Pendente and 4 other fields | High correlation |
Registro de TCC Pendente is highly overall correlated with Forma de Ingresso and 2 other fields | High correlation |
class is highly overall correlated with Frequência no Período and 1 other fields | High correlation |
Estado Civil is highly imbalanced (76.9%) | Imbalance |
Percentual de Progresso has 6063 (13.2%) missing values | Missing |
Renda Per Capita has 2228 (4.8%) missing values | Missing |
Prática Profissional Pendente has 6967 (15.1%) missing values | Missing |
Carga Horária de Prática Profissional Pendente has 6967 (15.1%) missing values | Missing |
Registro de TCC Pendente has 6969 (15.1%) missing values | Missing |
Carga Horária de Seminário Pendente has 7236 (15.7%) missing values | Missing |
Carga Horária Obrigatória Pendente has 6967 (15.1%) missing values | Missing |
Frequência no Período has 15139 (32.8%) zeros | Zeros |
I.R.A. has 10770 (23.4%) zeros | Zeros |
Percentual de Progresso has 4441 (9.6%) zeros | Zeros |
Renda Per Capita has 2552 (5.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-22 17:59:46.622325 |
|---|---|
| Analysis finished | 2024-11-22 17:59:57.537966 |
| Duration | 10.92 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Ano Letivo de Previsão de Conclusão
Real number (ℝ)
HIGH CORRELATION
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2022.9457 |
| Minimum | 2015 |
|---|---|
| Maximum | 2028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2020 |
| Q1 | 2021 |
| median | 2023 |
| Q3 | 2024 |
| 95-th percentile | 2026 |
| Maximum | 2028 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8585359 |
|---|---|
| Coefficient of variation (CV) | 0.0009187275 |
| Kurtosis | -0.80535964 |
| Mean | 2022.9457 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.064941545 |
| Sum | 93249707 |
| Variance | 3.4541557 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2022 | 8281 | |
| 2023 | 8133 | |
| 2024 | 7588 | |
| 2021 | 7342 | |
| 2025 | 5401 | |
| 2026 | 4725 | |
| 2020 | 3575 | |
| 2019 | 665 | 1.4% |
| 2027 | 287 | 0.6% |
| 2028 | 64 | 0.1% |
| Other values (4) | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 2015 | 1 | < 0.1% |
| 2016 | 1 | < 0.1% |
| 2017 | 4 | < 0.1% |
| 2018 | 29 | 0.1% |
| 2019 | 665 | 1.4% |
| 2020 | 3575 | |
| 2021 | 7342 | |
| 2022 | 8281 | |
| 2023 | 8133 | |
| 2024 | 7588 |
| Value | Count | Frequency (%) |
| 2028 | 64 | 0.1% |
| 2027 | 287 | 0.6% |
| 2026 | 4725 | |
| 2025 | 5401 | |
| 2024 | 7588 | |
| 2023 | 8133 | |
| 2022 | 8281 | |
| 2021 | 7342 | |
| 2020 | 3575 | |
| 2019 | 665 | 1.4% |
Ano de Ingresso
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2020.4369 |
| Minimum | 2018 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 2018 |
|---|---|
| 5-th percentile | 2018 |
| Q1 | 2019 |
| median | 2020 |
| Q3 | 2022 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.6815474 |
|---|---|
| Coefficient of variation (CV) | 0.0008322692 |
| Kurtosis | -1.2393699 |
| Mean | 2020.4369 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.031654989 |
| Sum | 93134058 |
| Variance | 2.8276016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2020 | 7915 | |
| 2019 | 7900 | |
| 2022 | 7868 | |
| 2018 | 7853 | |
| 2021 | 7836 | |
| 2023 | 6724 |
| Value | Count | Frequency (%) |
| 2018 | 7853 | |
| 2019 | 7900 | |
| 2020 | 7915 | |
| 2021 | 7836 | |
| 2022 | 7868 | |
| 2023 | 6724 |
| Value | Count | Frequency (%) |
| 2023 | 6724 | |
| 2022 | 7868 | |
| 2021 | 7836 | |
| 2020 | 7915 | |
| 2019 | 7900 | |
| 2018 | 7853 |
Campus
Categorical
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| CNAT | |
|---|---|
| MO | |
| ZN | 2216 |
| PAR | 2060 |
| CAL | 2052 |
| Other values (17) |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.7650772 |
| Min length | 2 |
Characters and Unicode
| Total characters | 127459 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AP |
|---|---|
| 2nd row | AP |
| 3rd row | AP |
| 4th row | AP |
| 5th row | AP |
Common Values
| Value | Count | Frequency (%) |
| CNAT | 11054 | |
| MO | 3059 | 6.6% |
| ZN | 2216 | 4.8% |
| PAR | 2060 | 4.5% |
| CAL | 2052 | 4.5% |
| CA | 2051 | 4.4% |
| ZL | 2014 | 4.4% |
| SC | 1926 | 4.2% |
| NC | 1912 | 4.1% |
| IP | 1877 | 4.1% |
| Other values (12) | 15875 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| cnat | 11054 | |
| mo | 3059 | 6.6% |
| zn | 2216 | 4.8% |
| par | 2060 | 4.5% |
| cal | 2052 | 4.5% |
| ca | 2051 | 4.4% |
| zl | 2014 | 4.4% |
| sc | 1926 | 4.2% |
| nc | 1912 | 4.1% |
| ip | 1877 | 4.1% |
| Other values (12) | 15875 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 26446 | |
| A | 24492 | |
| N | 18369 | |
| P | 11429 | |
| T | 11054 | |
| S | 6193 | 4.9% |
| M | 5818 | 4.6% |
| L | 5003 | 3.9% |
| Z | 4230 | 3.3% |
| G | 3248 | 2.5% |
| Other values (6) | 11177 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 127459 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 26446 | |
| A | 24492 | |
| N | 18369 | |
| P | 11429 | |
| T | 11054 | |
| S | 6193 | 4.9% |
| M | 5818 | 4.6% |
| L | 5003 | 3.9% |
| Z | 4230 | 3.3% |
| G | 3248 | 2.5% |
| Other values (6) | 11177 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127459 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 26446 | |
| A | 24492 | |
| N | 18369 | |
| P | 11429 | |
| T | 11054 | |
| S | 6193 | 4.9% |
| M | 5818 | 4.6% |
| L | 5003 | 3.9% |
| Z | 4230 | 3.3% |
| G | 3248 | 2.5% |
| Other values (6) | 11177 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127459 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 26446 | |
| A | 24492 | |
| N | 18369 | |
| P | 11429 | |
| T | 11054 | |
| S | 6193 | 4.9% |
| M | 5818 | 4.6% |
| L | 5003 | 3.9% |
| Z | 4230 | 3.3% |
| G | 3248 | 2.5% |
| Other values (6) | 11177 |
Código Curso
Real number (ℝ)
HIGH CORRELATION
| Distinct | 180 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8653.8624 |
| Minimum | 1022 |
|---|---|
| Maximum | 22437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 1022 |
|---|---|
| 5-th percentile | 1057 |
| Q1 | 2025 |
| median | 8079 |
| Q3 | 14120 |
| 95-th percentile | 19401 |
| Maximum | 22437 |
| Range | 21415 |
| Interquartile range (IQR) | 12095 |
Descriptive statistics
| Standard deviation | 6434.8997 |
|---|---|
| Coefficient of variation (CV) | 0.74358701 |
| Kurtosis | -1.2764533 |
| Mean | 8653.8624 |
| Median Absolute Deviation (MAD) | 6054 |
| Skewness | 0.30342111 |
| Sum | 3.9890844 × 108 |
| Variance | 41407934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1051 | 903 | 2.0% |
| 1057 | 834 | 1.8% |
| 15121 | 757 | 1.6% |
| 1436 | 577 | 1.3% |
| 1101 | 502 | 1.1% |
| 14401 | 499 | 1.1% |
| 1405 | 498 | 1.1% |
| 3116 | 488 | 1.1% |
| 1301 | 481 | 1.0% |
| 18101 | 479 | 1.0% |
| Other values (170) | 40078 |
| Value | Count | Frequency (%) |
| 1022 | 425 | |
| 1025 | 399 | |
| 1045 | 472 | |
| 1051 | 903 | |
| 1057 | 834 | |
| 1059 | 95 | 0.2% |
| 1101 | 502 | |
| 1102 | 131 | 0.3% |
| 1104 | 319 | 0.7% |
| 1110 | 261 | 0.6% |
| Value | Count | Frequency (%) |
| 22437 | 33 | 0.1% |
| 21434 | 129 | 0.3% |
| 21432 | 302 | |
| 21411 | 83 | 0.2% |
| 21401 | 274 | |
| 20505 | 82 | 0.2% |
| 20500 | 114 | 0.2% |
| 20411 | 123 | 0.3% |
| 20401 | 328 | |
| 20110 | 290 |
| Distinct | 180 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 MiB |
Length
| Max length | 127 |
|---|---|
| Median length | 101 |
| Mean length | 80.049744 |
| Min length | 22 |
Characters and Unicode
| Total characters | 3689973 |
|---|---|
| Distinct characters | 76 |
| Distinct categories | 9 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Técnico de Nivel Médio em Agropecuária, na Forma Subsequente [2012] - Campus Apodi |
|---|---|
| 2nd row | Técnico de Nivel Médio em Informática, na Forma Integrado (2012) - Campus Apodi |
| 3rd row | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2014] - Campus Apodi |
| 4th row | Técnico de Nível Médio em Química, na Forma Subsequente (2015) - Campus Apodi |
| 5th row | Técnico de Nível Médio em Biocombustíveis, na Forma Integrado (2012) - Campus Apodi |
| Value | Count | Frequency (%) |
| em | 47053 | 8.0% |
| 46379 | 7.9% | |
| campus | 42591 | 7.3% |
| de | 37739 | 6.5% |
| na | 34182 | 5.8% |
| técnico | 33710 | 5.8% |
| médio | 33509 | 5.7% |
| forma | 33509 | 5.7% |
| 2012 | 32684 | 5.6% |
| nível | 30459 | 5.2% |
| Other values (161) | 213226 |
Most occurring characters
| Value | Count | Frequency (%) |
| 541844 | 14.7% | |
| a | 289329 | 7.8% |
| e | 271431 | 7.4% |
| o | 219037 | 5.9% |
| n | 179195 | 4.9% |
| m | 160552 | 4.4% |
| i | 160204 | 4.3% |
| r | 137989 | 3.7% |
| c | 120389 | 3.3% |
| d | 116781 | 3.2% |
| Other values (66) | 1493222 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2412149 | |
| Space Separator | 541844 | 14.7% |
| Uppercase Letter | 372727 | 10.1% |
| Decimal Number | 181820 | 4.9% |
| Dash Punctuation | 55607 | 1.5% |
| Close Punctuation | 45866 | 1.2% |
| Open Punctuation | 45866 | 1.2% |
| Other Punctuation | 33999 | 0.9% |
| Nonspacing Mark | 95 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 289329 | |
| e | 271431 | |
| o | 219037 | 9.1% |
| n | 179195 | 7.4% |
| m | 160552 | 6.7% |
| i | 160204 | 6.6% |
| r | 137989 | 5.7% |
| c | 120389 | 5.0% |
| d | 116781 | 4.8% |
| t | 115883 | 4.8% |
| Other values (25) | 641359 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 71942 | |
| N | 49554 | |
| M | 48768 | |
| T | 42416 | |
| F | 35960 | |
| I | 34045 | |
| S | 23554 | 6.3% |
| A | 14632 | 3.9% |
| E | 12560 | 3.4% |
| P | 11208 | 3.0% |
| Other values (11) | 28088 | 7.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 79449 | |
| 0 | 45311 | |
| 1 | 44706 | |
| 4 | 4359 | 2.4% |
| 5 | 4348 | 2.4% |
| 9 | 1446 | 0.8% |
| 8 | 919 | 0.5% |
| 3 | 691 | 0.4% |
| 6 | 348 | 0.2% |
| 7 | 243 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 33328 | |
| . | 576 | 1.7% |
| / | 95 | 0.3% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 29080 | |
| ] | 16786 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 29080 | |
| [ | 16786 |
Space Separator
| Value | Count | Frequency (%) |
| 541844 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 55607 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ̂ | 95 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2784876 | |
| Common | 905002 | 24.5% |
| Inherited | 95 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 289329 | 10.4% |
| e | 271431 | 9.7% |
| o | 219037 | 7.9% |
| n | 179195 | 6.4% |
| m | 160552 | 5.8% |
| i | 160204 | 5.8% |
| r | 137989 | 5.0% |
| c | 120389 | 4.3% |
| d | 116781 | 4.2% |
| t | 115883 | 4.2% |
| Other values (46) | 1014086 |
Common
| Value | Count | Frequency (%) |
| 541844 | ||
| 2 | 79449 | 8.8% |
| - | 55607 | 6.1% |
| 0 | 45311 | 5.0% |
| 1 | 44706 | 4.9% |
| , | 33328 | 3.7% |
| ) | 29080 | 3.2% |
| ( | 29080 | 3.2% |
| [ | 16786 | 1.9% |
| ] | 16786 | 1.9% |
| Other values (9) | 13025 | 1.4% |
Inherited
| Value | Count | Frequency (%) |
| ̂ | 95 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3525890 | |
| None | 163988 | 4.4% |
| Diacriticals | 95 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 541844 | ||
| a | 289329 | 8.2% |
| e | 271431 | 7.7% |
| o | 219037 | 6.2% |
| n | 179195 | 5.1% |
| m | 160552 | 4.6% |
| i | 160204 | 4.5% |
| r | 137989 | 3.9% |
| c | 120389 | 3.4% |
| d | 116781 | 3.3% |
| Other values (54) | 1329139 |
None
| Value | Count | Frequency (%) |
| é | 70569 | |
| í | 34587 | |
| á | 14872 | 9.1% |
| ç | 14830 | 9.0% |
| ã | 13799 | 8.4% |
| ó | 6006 | 3.7% |
| â | 3664 | 2.2% |
| õ | 3315 | 2.0% |
| ô | 1318 | 0.8% |
| ú | 670 | 0.4% |
Diacriticals
| Value | Count | Frequency (%) |
| ̂ | 95 |
Estado Civil
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 2.9 MiB |
| Solteiro | |
|---|---|
| Casado | 2977 |
| União Estável | 571 |
| Divorciado | 367 |
| Viúvo | 141 |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 7.939507 |
| Min length | 5 |
Characters and Unicode
| Total characters | 365916 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Solteiro |
|---|---|
| 2nd row | Solteiro |
| 3rd row | Solteiro |
| 4th row | Casado |
| 5th row | Solteiro |
Common Values
| Value | Count | Frequency (%) |
| Solteiro | 42032 | |
| Casado | 2977 | 6.5% |
| União Estável | 571 | 1.2% |
| Divorciado | 367 | 0.8% |
| Viúvo | 141 | 0.3% |
| (Missing) | 8 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| solteiro | 42032 | |
| casado | 2977 | 6.4% |
| união | 571 | 1.2% |
| estável | 571 | 1.2% |
| divorciado | 367 | 0.8% |
| viúvo | 141 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 88487 | |
| i | 43478 | |
| l | 42603 | |
| t | 42603 | |
| e | 42603 | |
| r | 42399 | |
| S | 42032 | |
| a | 6321 | 1.7% |
| s | 3548 | 1.0% |
| d | 3344 | 0.9% |
| Other values (12) | 8498 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 318686 | |
| Uppercase Letter | 46659 | 12.8% |
| Space Separator | 571 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 88487 | |
| i | 43478 | |
| l | 42603 | |
| t | 42603 | |
| e | 42603 | |
| r | 42399 | |
| a | 6321 | 2.0% |
| s | 3548 | 1.1% |
| d | 3344 | 1.0% |
| v | 1079 | 0.3% |
| Other values (5) | 2221 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 42032 | |
| C | 2977 | 6.4% |
| E | 571 | 1.2% |
| U | 571 | 1.2% |
| D | 367 | 0.8% |
| V | 141 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 571 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 365345 | |
| Common | 571 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 88487 | |
| i | 43478 | |
| l | 42603 | |
| t | 42603 | |
| e | 42603 | |
| r | 42399 | |
| S | 42032 | |
| a | 6321 | 1.7% |
| s | 3548 | 1.0% |
| d | 3344 | 0.9% |
| Other values (11) | 7927 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 571 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 364633 | |
| None | 1283 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 88487 | |
| i | 43478 | |
| l | 42603 | |
| t | 42603 | |
| e | 42603 | |
| r | 42399 | |
| S | 42032 | |
| a | 6321 | 1.7% |
| s | 3548 | 1.0% |
| d | 3344 | 0.9% |
| Other values (9) | 7215 | 2.0% |
None
| Value | Count | Frequency (%) |
| á | 571 | |
| ã | 571 | |
| ú | 141 | 11.0% |
Etnia/Raça
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 107 |
| Missing (%) | 0.2% |
| Memory size | 2.8 MiB |
| Parda | |
|---|---|
| Branca | |
| Preta | |
| Não declarado | 1445 |
| Amarela | 305 |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 5.5890104 |
| Min length | 5 |
Characters and Unicode
| Total characters | 257033 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Parda |
|---|---|
| 2nd row | Branca |
| 3rd row | Branca |
| 4th row | Parda |
| 5th row | Parda |
Common Values
| Value | Count | Frequency (%) |
| Parda | 25753 | |
| Branca | 14516 | |
| Preta | 3836 | 8.3% |
| Não declarado | 1445 | 3.1% |
| Amarela | 305 | 0.7% |
| Indígena | 134 | 0.3% |
| (Missing) | 107 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| parda | 25753 | |
| branca | 14516 | |
| preta | 3836 | 8.1% |
| não | 1445 | 3.0% |
| declarado | 1445 | 3.0% |
| amarela | 305 | 0.6% |
| indígena | 134 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 88008 | |
| r | 45855 | |
| P | 29589 | 11.5% |
| d | 28777 | 11.2% |
| c | 15961 | 6.2% |
| n | 14784 | 5.8% |
| B | 14516 | 5.6% |
| e | 5720 | 2.2% |
| t | 3836 | 1.5% |
| o | 2890 | 1.1% |
| Other values (9) | 7097 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 209599 | |
| Uppercase Letter | 45989 | 17.9% |
| Space Separator | 1445 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 88008 | |
| r | 45855 | |
| d | 28777 | 13.7% |
| c | 15961 | 7.6% |
| n | 14784 | 7.1% |
| e | 5720 | 2.7% |
| t | 3836 | 1.8% |
| o | 2890 | 1.4% |
| l | 1750 | 0.8% |
| ã | 1445 | 0.7% |
| Other values (3) | 573 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 29589 | |
| B | 14516 | |
| N | 1445 | 3.1% |
| A | 305 | 0.7% |
| I | 134 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 1445 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 255588 | |
| Common | 1445 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 88008 | |
| r | 45855 | |
| P | 29589 | 11.6% |
| d | 28777 | 11.3% |
| c | 15961 | 6.2% |
| n | 14784 | 5.8% |
| B | 14516 | 5.7% |
| e | 5720 | 2.2% |
| t | 3836 | 1.5% |
| o | 2890 | 1.1% |
| Other values (8) | 5652 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 1445 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 255454 | |
| None | 1579 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 88008 | |
| r | 45855 | |
| P | 29589 | 11.6% |
| d | 28777 | 11.3% |
| c | 15961 | 6.2% |
| n | 14784 | 5.8% |
| B | 14516 | 5.7% |
| e | 5720 | 2.2% |
| t | 3836 | 1.5% |
| o | 2890 | 1.1% |
| Other values (7) | 5518 | 2.2% |
None
| Value | Count | Frequency (%) |
| ã | 1445 | |
| í | 134 | 8.5% |
Forma de Ingresso
Categorical
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| Ampla Concorrência | |
|---|---|
| L6 - Qualquer Renda / Autodeclarado PPI | |
| L2 - Renda <= 1,5 / Autodeclarados PPI | |
| L5 - Qualquer Renda / Qualquer Etnia | 2249 |
| L1 - Renda <= 1,5 / Qualquer Etnia | 2233 |
| Other values (23) |
Length
| Max length | 60 |
|---|---|
| Median length | 18 |
| Mean length | 27.373199 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1261795 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ampla Concorrência |
|---|---|
| 2nd row | Ampla Concorrência |
| 3rd row | Ampla Concorrência |
| 4th row | Ampla Concorrência |
| 5th row | L6 - Qualquer Renda / Autodeclarado PPI |
Common Values
| Value | Count | Frequency (%) |
| Ampla Concorrência | 24718 | |
| L6 - Qualquer Renda / Autodeclarado PPI | 5407 | 11.7% |
| L2 - Renda <= 1,5 / Autodeclarados PPI | 5173 | 11.2% |
| L5 - Qualquer Renda / Qualquer Etnia | 2249 | 4.9% |
| L1 - Renda <= 1,5 / Qualquer Etnia | 2233 | 4.8% |
| L2 - Renda <= 1,5 / Autodeclarados PPI (SISU) | 1391 | 3.0% |
| L6 - Qualquer Renda / Autodeclarado PPI (SISU) | 1313 | 2.8% |
| Transferência Facultativa | 733 | 1.6% |
| L1 - Renda <= 1,5 / Qualquer Etnia (SISU) | 641 | 1.4% |
| L5 - Qualquer Renda / Qualquer Etnia (SISU) | 598 | 1.3% |
| Other values (18) | 1640 | 3.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 50069 | ||
| ampla | 24718 | |
| concorrência | 24718 | |
| renda | 19378 | 9.3% |
| qualquer | 16446 | 7.9% |
| ppi | 13422 | 6.5% |
| 1,5 | 9572 | 4.6% |
| autodeclarado | 6796 | 3.3% |
| l6 | 6720 | 3.2% |
| autodeclarados | 6628 | 3.2% |
| Other values (32) | 28934 |
Most occurring characters
| Value | Count | Frequency (%) |
| 161305 | 12.8% | |
| a | 122868 | 9.7% |
| r | 82170 | 6.5% |
| n | 78098 | 6.2% |
| o | 77722 | 6.2% |
| c | 66259 | 5.3% |
| l | 56190 | 4.5% |
| e | 55269 | 4.4% |
| u | 47205 | 3.7% |
| d | 46949 | 3.7% |
| Other values (47) | 467760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 795737 | |
| Uppercase Letter | 186773 | 14.8% |
| Space Separator | 161305 | 12.8% |
| Decimal Number | 40191 | 3.2% |
| Other Punctuation | 30009 | 2.4% |
| Dash Punctuation | 20062 | 1.6% |
| Math Symbol | 19144 | 1.5% |
| Open Punctuation | 4287 | 0.3% |
| Close Punctuation | 4287 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 122868 | |
| r | 82170 | |
| n | 78098 | |
| o | 77722 | |
| c | 66259 | |
| l | 56190 | |
| e | 55269 | |
| u | 47205 | 5.9% |
| d | 46949 | 5.9% |
| i | 35641 | 4.5% |
| Other values (15) | 127366 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 38142 | |
| P | 26847 | |
| C | 24973 | |
| L | 20062 | |
| R | 19619 | |
| I | 17759 | |
| Q | 16446 | |
| S | 8605 | 4.6% |
| E | 6640 | 3.6% |
| U | 4287 | 2.3% |
| Other values (6) | 3393 | 1.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 13431 | |
| 5 | 13103 | |
| 6 | 6720 | |
| 2 | 6564 | |
| 3 | 163 | 0.4% |
| 4 | 76 | 0.2% |
| 9 | 72 | 0.2% |
| 0 | 62 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 20435 | |
| , | 9574 |
Math Symbol
| Value | Count | Frequency (%) |
| = | 9572 | |
| < | 9572 |
Space Separator
| Value | Count | Frequency (%) |
| 161305 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20062 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4287 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4287 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 982510 | |
| Common | 279285 | 22.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 122868 | 12.5% |
| r | 82170 | 8.4% |
| n | 78098 | 7.9% |
| o | 77722 | 7.9% |
| c | 66259 | 6.7% |
| l | 56190 | 5.7% |
| e | 55269 | 5.6% |
| u | 47205 | 4.8% |
| d | 46949 | 4.8% |
| A | 38142 | 3.9% |
| Other values (31) | 311638 |
Common
| Value | Count | Frequency (%) |
| 161305 | ||
| / | 20435 | 7.3% |
| - | 20062 | 7.2% |
| 1 | 13431 | 4.8% |
| 5 | 13103 | 4.7% |
| , | 9574 | 3.4% |
| = | 9572 | 3.4% |
| < | 9572 | 3.4% |
| 6 | 6720 | 2.4% |
| 2 | 6564 | 2.4% |
| Other values (6) | 8947 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1235808 | |
| None | 25987 | 2.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 161305 | 13.1% | |
| a | 122868 | 9.9% |
| r | 82170 | 6.6% |
| n | 78098 | 6.3% |
| o | 77722 | 6.3% |
| c | 66259 | 5.4% |
| l | 56190 | 4.5% |
| e | 55269 | 4.5% |
| u | 47205 | 3.8% |
| d | 46949 | 3.8% |
| Other values (41) | 441773 |
None
| Value | Count | Frequency (%) |
| ê | 25706 | |
| ó | 122 | 0.5% |
| ã | 57 | 0.2% |
| â | 50 | 0.2% |
| ç | 50 | 0.2% |
| í | 2 | < 0.1% |
Frequência no Período
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3939 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.702882 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 15139 |
| Zeros (%) | 32.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 90.97 |
| Q3 | 98.1 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 98.1 |
Descriptive statistics
| Standard deviation | 44.54313 |
|---|---|
| Coefficient of variation (CV) | 0.72189707 |
| Kurtosis | -1.5595421 |
| Mean | 61.702882 |
| Median Absolute Deviation (MAD) | 9.03 |
| Skewness | -0.59849979 |
| Sum | 2844256 |
| Variance | 1984.0904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 15139 | |
| 100 | 7343 | 15.9% |
| 95 | 60 | 0.1% |
| 99.67 | 54 | 0.1% |
| 98 | 53 | 0.1% |
| 99.5 | 52 | 0.1% |
| 90 | 52 | 0.1% |
| 99 | 49 | 0.1% |
| 99.64 | 47 | 0.1% |
| 99.34 | 41 | 0.1% |
| Other values (3929) | 23206 |
| Value | Count | Frequency (%) |
| 0 | 15139 | |
| 2.46 | 1 | < 0.1% |
| 3.27 | 1 | < 0.1% |
| 4.83 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 5.55 | 1 | < 0.1% |
| 6.47 | 1 | < 0.1% |
| 6.66 | 1 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 7.61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7343 | |
| 99.94 | 4 | < 0.1% |
| 99.92 | 8 | < 0.1% |
| 99.91 | 11 | < 0.1% |
| 99.9 | 4 | < 0.1% |
| 99.88 | 5 | < 0.1% |
| 99.87 | 2 | < 0.1% |
| 99.86 | 1 | < 0.1% |
| 99.85 | 7 | < 0.1% |
| 99.84 | 13 | < 0.1% |
I.R.A.
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7508 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.617633 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 10770 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.695 |
| median | 71 |
| Q3 | 82.19 |
| 95-th percentile | 91.1 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 77.495 |
Descriptive statistics
| Standard deviation | 35.329554 |
|---|---|
| Coefficient of variation (CV) | 0.65891671 |
| Kurtosis | -1.3216253 |
| Mean | 53.617633 |
| Median Absolute Deviation (MAD) | 16.03 |
| Skewness | -0.61292788 |
| Sum | 2471558.4 |
| Variance | 1248.1774 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10770 | 23.4% |
| 100 | 131 | 0.3% |
| 70 | 82 | 0.2% |
| 60 | 60 | 0.1% |
| 80 | 57 | 0.1% |
| 76 | 43 | 0.1% |
| 85 | 43 | 0.1% |
| 78 | 36 | 0.1% |
| 90 | 35 | 0.1% |
| 84 | 32 | 0.1% |
| Other values (7498) | 34807 |
| Value | Count | Frequency (%) |
| 0 | 10770 | |
| 0.1 | 2 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.18 | 2 | < 0.1% |
| 0.19 | 10 | < 0.1% |
| 0.2 | 5 | < 0.1% |
| 0.21 | 2 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 131 | |
| 99.84 | 1 | < 0.1% |
| 99.67 | 1 | < 0.1% |
| 99.53 | 1 | < 0.1% |
| 99.45 | 1 | < 0.1% |
| 99.4 | 1 | < 0.1% |
| 99.19 | 1 | < 0.1% |
| 99.11 | 1 | < 0.1% |
| 99.08 | 1 | < 0.1% |
| 99.06 | 1 | < 0.1% |
Matriz
Text
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 MiB |
Length
| Max length | 113 |
|---|---|
| Median length | 79 |
| Mean length | 48.639947 |
| Min length | 22 |
Characters and Unicode
| Total characters | 2242107 |
|---|---|
| Distinct characters | 74 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 136 - Técnico Subsequente em Agropecuária (2012) |
|---|---|
| 2nd row | 106 - Técnico Integrado em Informática (2012) |
| 3rd row | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) |
| 4th row | 152 - Técnico Subsequente em Química (2012) |
| 5th row | 180 - Técnico Integrado em Biocombustíveis (2012) |
| Value | Count | Frequency (%) |
| 47517 | 13.4% | |
| em | 46826 | 13.2% |
| técnico | 33022 | 9.3% |
| 2012 | 30892 | 8.7% |
| integrado | 19718 | 5.6% |
| subsequente | 13319 | 3.8% |
| informática | 7541 | 2.1% |
| tecnologia | 6781 | 1.9% |
| de | 5183 | 1.5% |
| licenciatura | 4616 | 1.3% |
| Other values (265) | 138477 |
Most occurring characters
| Value | Count | Frequency (%) |
| 310815 | 13.9% | |
| e | 181918 | 8.1% |
| n | 121119 | 5.4% |
| o | 119630 | 5.3% |
| c | 117167 | 5.2% |
| i | 109475 | 4.9% |
| a | 103117 | 4.6% |
| 2 | 95368 | 4.3% |
| t | 84755 | 3.8% |
| 1 | 77937 | 3.5% |
| Other values (64) | 920806 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1315633 | |
| Decimal Number | 315817 | 14.1% |
| Space Separator | 310815 | 13.9% |
| Uppercase Letter | 159691 | 7.1% |
| Dash Punctuation | 47569 | 2.1% |
| Close Punctuation | 45386 | 2.0% |
| Open Punctuation | 45349 | 2.0% |
| Other Punctuation | 1847 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 181918 | |
| n | 121119 | |
| o | 119630 | |
| c | 117167 | |
| i | 109475 | 8.3% |
| a | 103117 | 7.8% |
| t | 84755 | 6.4% |
| m | 75244 | 5.7% |
| r | 66650 | 5.1% |
| u | 46969 | 3.6% |
| Other values (25) | 289589 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 42266 | |
| I | 32098 | |
| S | 19298 | |
| E | 12279 | 7.7% |
| A | 11557 | 7.2% |
| M | 9747 | 6.1% |
| L | 5931 | 3.7% |
| C | 4769 | 3.0% |
| G | 4023 | 2.5% |
| D | 3539 | 2.2% |
| Other values (10) | 14184 | 8.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 95368 | |
| 1 | 77937 | |
| 0 | 60396 | |
| 6 | 15791 | 5.0% |
| 3 | 13428 | 4.3% |
| 4 | 13404 | 4.2% |
| 9 | 11658 | 3.7% |
| 8 | 11628 | 3.7% |
| 5 | 9539 | 3.0% |
| 7 | 6668 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1502 | |
| . | 250 | 13.5% |
| / | 95 | 5.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 35594 | |
| ] | 9792 | 21.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 35557 | |
| [ | 9792 | 21.6% |
Space Separator
| Value | Count | Frequency (%) |
| 310815 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 47569 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1475324 | |
| Common | 766783 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 181918 | |
| n | 121119 | 8.2% |
| o | 119630 | 8.1% |
| c | 117167 | 7.9% |
| i | 109475 | 7.4% |
| a | 103117 | 7.0% |
| t | 84755 | 5.7% |
| m | 75244 | 5.1% |
| r | 66650 | 4.5% |
| u | 46969 | 3.2% |
| Other values (45) | 449280 |
Common
| Value | Count | Frequency (%) |
| 310815 | ||
| 2 | 95368 | 12.4% |
| 1 | 77937 | 10.2% |
| 0 | 60396 | 7.9% |
| - | 47569 | 6.2% |
| ) | 35594 | 4.6% |
| ( | 35557 | 4.6% |
| 6 | 15791 | 2.1% |
| 3 | 13428 | 1.8% |
| 4 | 13404 | 1.7% |
| Other values (9) | 60924 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2158890 | |
| None | 83217 | 3.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 310815 | 14.4% | |
| e | 181918 | 8.4% |
| n | 121119 | 5.6% |
| o | 119630 | 5.5% |
| c | 117167 | 5.4% |
| i | 109475 | 5.1% |
| a | 103117 | 4.8% |
| 2 | 95368 | 4.4% |
| t | 84755 | 3.9% |
| 1 | 77937 | 3.6% |
| Other values (53) | 837589 |
None
| Value | Count | Frequency (%) |
| é | 37160 | |
| á | 11838 | 14.2% |
| ç | 11404 | 13.7% |
| ã | 9263 | 11.1% |
| í | 4916 | 5.9% |
| õ | 3315 | 4.0% |
| â | 1984 | 2.4% |
| ô | 1318 | 1.6% |
| ó | 896 | 1.1% |
| ú | 670 | 0.8% |
Modalidade
Categorical
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.4 MiB |
| Técnico Integrado | |
|---|---|
| Técnico Subsequente | |
| Tecnologia | |
| Licenciatura | |
| Engenharia | 989 |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 15.955658 |
| Min length | 10 |
Characters and Unicode
| Total characters | 735492 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Técnico Subsequente |
|---|---|
| 2nd row | Técnico Integrado |
| 3rd row | Técnico Subsequente |
| 4th row | Técnico Subsequente |
| 5th row | Técnico Integrado |
Common Values
| Value | Count | Frequency (%) |
| Técnico Integrado | 19718 | |
| Técnico Subsequente | 13319 | |
| Tecnologia | 6781 | 14.7% |
| Licenciatura | 4616 | 10.0% |
| Engenharia | 989 | 2.1% |
| Técnico Integrado EJA | 673 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| técnico | 33710 | |
| integrado | 20391 | |
| subsequente | 13319 | 16.5% |
| tecnologia | 6781 | 8.4% |
| licenciatura | 4616 | 5.7% |
| engenharia | 989 | 1.2% |
| eja | 673 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 83433 | |
| n | 80795 | |
| e | 72734 | 9.9% |
| o | 67663 | 9.2% |
| i | 50712 | 6.9% |
| T | 40491 | 5.5% |
| a | 38382 | 5.2% |
| t | 38326 | 5.2% |
| 34383 | 4.7% | |
| é | 33710 | 4.6% |
| Other values (15) | 194863 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 619284 | |
| Uppercase Letter | 81825 | 11.1% |
| Space Separator | 34383 | 4.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 83433 | |
| n | 80795 | |
| e | 72734 | |
| o | 67663 | |
| i | 50712 | |
| a | 38382 | |
| t | 38326 | |
| é | 33710 | 5.4% |
| u | 31254 | 5.0% |
| g | 28161 | 4.5% |
| Other values (7) | 94114 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 40491 | |
| I | 20391 | |
| S | 13319 | 16.3% |
| L | 4616 | 5.6% |
| E | 1662 | 2.0% |
| J | 673 | 0.8% |
| A | 673 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 34383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 701109 | |
| Common | 34383 | 4.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 83433 | |
| n | 80795 | |
| e | 72734 | |
| o | 67663 | |
| i | 50712 | 7.2% |
| T | 40491 | 5.8% |
| a | 38382 | 5.5% |
| t | 38326 | 5.5% |
| é | 33710 | 4.8% |
| u | 31254 | 4.5% |
| Other values (14) | 163609 |
Common
| Value | Count | Frequency (%) |
| 34383 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 701782 | |
| None | 33710 | 4.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 83433 | |
| n | 80795 | |
| e | 72734 | |
| o | 67663 | |
| i | 50712 | 7.2% |
| T | 40491 | 5.8% |
| a | 38382 | 5.5% |
| t | 38326 | 5.5% |
| 34383 | 4.9% | |
| u | 31254 | 4.5% |
| Other values (14) | 163609 |
None
| Value | Count | Frequency (%) |
| é | 33710 |
Nível de Ensino
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 MiB |
| Médio | |
|---|---|
| Graduação |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 6.0748004 |
| Min length | 5 |
Characters and Unicode
| Total characters | 280024 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Médio |
|---|---|
| 2nd row | Médio |
| 3rd row | Médio |
| 4th row | Médio |
| 5th row | Médio |
Common Values
| Value | Count | Frequency (%) |
| Médio | 33710 | |
| Graduação | 12386 | 26.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| médio | 33710 | |
| graduação | 12386 | 26.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 46096 | |
| o | 46096 | |
| M | 33710 | |
| é | 33710 | |
| i | 33710 | |
| a | 24772 | |
| G | 12386 | 4.4% |
| r | 12386 | 4.4% |
| u | 12386 | 4.4% |
| ç | 12386 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 233928 | |
| Uppercase Letter | 46096 | 16.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 46096 | |
| o | 46096 | |
| é | 33710 | |
| i | 33710 | |
| a | 24772 | |
| r | 12386 | 5.3% |
| u | 12386 | 5.3% |
| ç | 12386 | 5.3% |
| ã | 12386 | 5.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 33710 | |
| G | 12386 | 26.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 280024 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 46096 | |
| o | 46096 | |
| M | 33710 | |
| é | 33710 | |
| i | 33710 | |
| a | 24772 | |
| G | 12386 | 4.4% |
| r | 12386 | 4.4% |
| u | 12386 | 4.4% |
| ç | 12386 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 221542 | |
| None | 58482 | 20.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 46096 | |
| o | 46096 | |
| M | 33710 | |
| i | 33710 | |
| a | 24772 | |
| G | 12386 | 5.6% |
| r | 12386 | 5.6% |
| u | 12386 | 5.6% |
None
| Value | Count | Frequency (%) |
| é | 33710 | |
| ç | 12386 | 21.2% |
| ã | 12386 | 21.2% |
Percentual de Progresso
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 3880 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 6063 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.263456 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 4441 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.92 |
| median | 32.94 |
| Q3 | 70.28 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 59.36 |
Descriptive statistics
| Standard deviation | 36.19712 |
|---|---|
| Coefficient of variation (CV) | 0.8564638 |
| Kurtosis | -1.225129 |
| Mean | 42.263456 |
| Median Absolute Deviation (MAD) | 29.7 |
| Skewness | 0.46823003 |
| Sum | 1691932.9 |
| Variance | 1310.2315 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 7429 | 16.1% |
| 0 | 4441 | 9.6% |
| 44.88 | 569 | 1.2% |
| 22.52 | 480 | 1.0% |
| 44.8 | 449 | 1.0% |
| 22.2 | 447 | 1.0% |
| 0.12 | 387 | 0.8% |
| 69.31 | 338 | 0.7% |
| 0.6 | 335 | 0.7% |
| 22 | 260 | 0.6% |
| Other values (3870) | 24898 | |
| (Missing) | 6063 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 4441 | |
| 0.07 | 1 | < 0.1% |
| 0.09 | 18 | < 0.1% |
| 0.1 | 18 | < 0.1% |
| 0.11 | 28 | 0.1% |
| 0.12 | 387 | 0.8% |
| 0.13 | 43 | 0.1% |
| 0.14 | 10 | < 0.1% |
| 0.15 | 80 | 0.2% |
| 0.16 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7429 | |
| 99.27 | 1 | < 0.1% |
| 99.13 | 1 | < 0.1% |
| 99.11 | 1 | < 0.1% |
| 99.09 | 1 | < 0.1% |
| 99 | 6 | < 0.1% |
| 98.94 | 2 | < 0.1% |
| 98.9 | 3 | < 0.1% |
| 98.88 | 1 | < 0.1% |
| 98.85 | 1 | < 0.1% |
Período Atual
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4550937 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.4372136 |
|---|---|
| Coefficient of variation (CV) | 0.5854007 |
| Kurtosis | 0.6706711 |
| Mean | 2.4550937 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.8388074 |
| Sum | 113170 |
| Variance | 2.0655829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 16795 | |
| 4 | 11426 | |
| 2 | 8956 | |
| 3 | 7049 | |
| 6 | 872 | 1.9% |
| 5 | 483 | 1.0% |
| 8 | 315 | 0.7% |
| 7 | 183 | 0.4% |
| 10 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 16795 | |
| 2 | 8956 | |
| 3 | 7049 | |
| 4 | 11426 | |
| 5 | 483 | 1.0% |
| 6 | 872 | 1.9% |
| 7 | 183 | 0.4% |
| 8 | 315 | 0.7% |
| 9 | 6 | < 0.1% |
| 10 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 315 | 0.7% |
| 7 | 183 | 0.4% |
| 6 | 872 | 1.9% |
| 5 | 483 | 1.0% |
| 4 | 11426 | |
| 3 | 7049 | |
| 2 | 8956 | |
| 1 | 16795 |
Período de Ingresso
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 46096 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 46096 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 46096 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 37494 | |
| 2 | 8602 | 18.7% |
Renda Per Capita
Real number (ℝ)
MISSING ZEROS
| Distinct | 533 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 2228 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.67357641 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2552 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.22 |
| median | 0.39 |
| Q3 | 0.72 |
| 95-th percentile | 2.05 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 1.1060129 |
|---|---|
| Coefficient of variation (CV) | 1.6420007 |
| Kurtosis | 41.432219 |
| Mean | 0.67357641 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 5.7666762 |
| Sum | 29548.45 |
| Variance | 1.2232646 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2552 | 5.5% |
| 0.25 | 1840 | 4.0% |
| 0.33 | 1685 | 3.7% |
| 0.5 | 1504 | 3.3% |
| 0.17 | 1162 | 2.5% |
| 0.36 | 939 | 2.0% |
| 0.41 | 798 | 1.7% |
| 0.21 | 788 | 1.7% |
| 0.2 | 779 | 1.7% |
| 0.27 | 773 | 1.7% |
| Other values (523) | 31048 | |
| (Missing) | 2228 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 2552 | |
| 0.01 | 45 | 0.1% |
| 0.02 | 76 | 0.2% |
| 0.03 | 137 | 0.3% |
| 0.04 | 155 | 0.3% |
| 0.05 | 187 | 0.4% |
| 0.06 | 264 | 0.6% |
| 0.07 | 303 | 0.7% |
| 0.08 | 534 | 1.2% |
| 0.09 | 269 | 0.6% |
| Value | Count | Frequency (%) |
| 10 | 329 | |
| 9.9 | 2 | < 0.1% |
| 9.87 | 1 | < 0.1% |
| 9.78 | 2 | < 0.1% |
| 9.38 | 1 | < 0.1% |
| 9.28 | 1 | < 0.1% |
| 9.27 | 1 | < 0.1% |
| 9.12 | 2 | < 0.1% |
| 9.09 | 4 | < 0.1% |
| 9.08 | 1 | < 0.1% |
Sexo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 46096 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| M | 24062 | |
| F | 22034 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 24062 | |
| f | 22034 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 24062 | |
| F | 22034 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 46096 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 24062 | |
| F | 22034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46096 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 24062 | |
| F | 22034 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 24062 | |
| F | 22034 |
Tipo de Escola de Origem
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Memory size | 3.7 MiB |
| Pública | |
|---|---|
| Privada |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 322623 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pública |
|---|---|
| 2nd row | Privada |
| 3rd row | Pública |
| 4th row | Pública |
| 5th row | Pública |
Common Values
| Value | Count | Frequency (%) |
| Pública | 35173 | |
| Privada | 10916 | 23.7% |
| (Missing) | 7 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pública | 35173 | |
| privada | 10916 | 23.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 57005 | |
| P | 46089 | |
| i | 46089 | |
| ú | 35173 | |
| b | 35173 | |
| l | 35173 | |
| c | 35173 | |
| r | 10916 | 3.4% |
| v | 10916 | 3.4% |
| d | 10916 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 276534 | |
| Uppercase Letter | 46089 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 57005 | |
| i | 46089 | |
| ú | 35173 | |
| b | 35173 | |
| l | 35173 | |
| c | 35173 | |
| r | 10916 | 3.9% |
| v | 10916 | 3.9% |
| d | 10916 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 46089 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 322623 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 57005 | |
| P | 46089 | |
| i | 46089 | |
| ú | 35173 | |
| b | 35173 | |
| l | 35173 | |
| c | 35173 | |
| r | 10916 | 3.4% |
| v | 10916 | 3.4% |
| d | 10916 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 287450 | |
| None | 35173 | 10.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 57005 | |
| P | 46089 | |
| i | 46089 | |
| b | 35173 | |
| l | 35173 | |
| c | 35173 | |
| r | 10916 | 3.8% |
| v | 10916 | 3.8% |
| d | 10916 | 3.8% |
None
| Value | Count | Frequency (%) |
| ú | 35173 |
Turno
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Vespertino | |
|---|---|
| Matutino | |
| Noturno | |
| EAD | |
| Integral | 991 |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 8.317815 |
| Min length | 3 |
Characters and Unicode
| Total characters | 383418 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Matutino |
|---|---|
| 2nd row | Vespertino |
| 3rd row | Noturno |
| 4th row | Vespertino |
| 5th row | Vespertino |
Common Values
| Value | Count | Frequency (%) |
| Vespertino | 17784 | |
| Matutino | 14571 | |
| Noturno | 10618 | |
| EAD | 2012 | 4.4% |
| Integral | 991 | 2.1% |
| Diurno | 120 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| vespertino | 17784 | |
| matutino | 14571 | |
| noturno | 10618 | |
| ead | 2012 | 4.4% |
| integral | 991 | 2.1% |
| diurno | 120 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 58535 | |
| o | 53711 | |
| n | 44084 | |
| e | 36559 | |
| i | 32475 | |
| r | 29513 | |
| u | 25309 | |
| V | 17784 | 4.6% |
| s | 17784 | 4.6% |
| p | 17784 | 4.6% |
| Other values (9) | 49880 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 333298 | |
| Uppercase Letter | 50120 | 13.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 58535 | |
| o | 53711 | |
| n | 44084 | |
| e | 36559 | |
| i | 32475 | |
| r | 29513 | |
| u | 25309 | |
| s | 17784 | 5.3% |
| p | 17784 | 5.3% |
| a | 15562 | 4.7% |
| Other values (2) | 1982 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 17784 | |
| M | 14571 | |
| N | 10618 | |
| D | 2132 | 4.3% |
| E | 2012 | 4.0% |
| A | 2012 | 4.0% |
| I | 991 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 383418 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 58535 | |
| o | 53711 | |
| n | 44084 | |
| e | 36559 | |
| i | 32475 | |
| r | 29513 | |
| u | 25309 | |
| V | 17784 | 4.6% |
| s | 17784 | 4.6% |
| p | 17784 | 4.6% |
| Other values (9) | 49880 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 383418 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 58535 | |
| o | 53711 | |
| n | 44084 | |
| e | 36559 | |
| i | 32475 | |
| r | 29513 | |
| u | 25309 | |
| V | 17784 | 4.6% |
| s | 17784 | 4.6% |
| p | 17784 | 4.6% |
| Other values (9) | 49880 |
Zona Residencial
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 2.8 MiB |
| Urbana | |
|---|---|
| Rural |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8563834 |
| Min length | 5 |
Characters and Unicode
| Total characters | 269909 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urbana |
|---|---|
| 2nd row | Urbana |
| 3rd row | Urbana |
| 4th row | Urbana |
| 5th row | Urbana |
Common Values
| Value | Count | Frequency (%) |
| Urbana | 39469 | |
| Rural | 6619 | 14.4% |
| (Missing) | 8 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| urbana | 39469 | |
| rural | 6619 | 14.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 85557 | |
| r | 46088 | |
| U | 39469 | |
| b | 39469 | |
| n | 39469 | |
| R | 6619 | 2.5% |
| u | 6619 | 2.5% |
| l | 6619 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 223821 | |
| Uppercase Letter | 46088 | 17.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 85557 | |
| r | 46088 | |
| b | 39469 | |
| n | 39469 | |
| u | 6619 | 3.0% |
| l | 6619 | 3.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 39469 | |
| R | 6619 | 14.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 269909 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 85557 | |
| r | 46088 | |
| U | 39469 | |
| b | 39469 | |
| n | 39469 | |
| R | 6619 | 2.5% |
| u | 6619 | 2.5% |
| l | 6619 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 269909 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 85557 | |
| r | 46088 | |
| U | 39469 | |
| b | 39469 | |
| n | 39469 | |
| R | 6619 | 2.5% |
| u | 6619 | 2.5% |
| l | 6619 | 2.5% |
Prática Profissional Pendente
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6967 |
| Missing (%) | 15.1% |
| Memory size | 2.8 MiB |
| Sim | |
|---|---|
| Não |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 117387 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Sim |
| 3rd row | Sim |
| 4th row | Não |
| 5th row | Não |
Common Values
| Value | Count | Frequency (%) |
| Sim | 30958 | |
| Não | 8171 | 17.7% |
| (Missing) | 6967 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sim | 30958 | |
| não | 8171 | 20.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 30958 | |
| i | 30958 | |
| m | 30958 | |
| N | 8171 | 7.0% |
| ã | 8171 | 7.0% |
| o | 8171 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 78258 | |
| Uppercase Letter | 39129 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 30958 | |
| m | 30958 | |
| ã | 8171 | 10.4% |
| o | 8171 | 10.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 30958 | |
| N | 8171 | 20.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 30958 | |
| i | 30958 | |
| m | 30958 | |
| N | 8171 | 7.0% |
| ã | 8171 | 7.0% |
| o | 8171 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 109216 | |
| None | 8171 | 7.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 30958 | |
| i | 30958 | |
| m | 30958 | |
| N | 8171 | 7.5% |
| o | 8171 | 7.5% |
None
| Value | Count | Frequency (%) |
| ã | 8171 |
Carga Horária de Prática Profissional Pendente
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6967 |
| Missing (%) | 15.1% |
| Memory size | 2.8 MiB |
| Sim | |
|---|---|
| Não |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 117387 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Sim |
| 3rd row | Sim |
| 4th row | Não |
| 5th row | Não |
Common Values
| Value | Count | Frequency (%) |
| Sim | 31219 | |
| Não | 7910 | 17.2% |
| (Missing) | 6967 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sim | 31219 | |
| não | 7910 | 20.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 31219 | |
| i | 31219 | |
| m | 31219 | |
| N | 7910 | 6.7% |
| ã | 7910 | 6.7% |
| o | 7910 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 78258 | |
| Uppercase Letter | 39129 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 31219 | |
| m | 31219 | |
| ã | 7910 | 10.1% |
| o | 7910 | 10.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 31219 | |
| N | 7910 | 20.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 31219 | |
| i | 31219 | |
| m | 31219 | |
| N | 7910 | 6.7% |
| ã | 7910 | 6.7% |
| o | 7910 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 109477 | |
| None | 7910 | 6.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 31219 | |
| i | 31219 | |
| m | 31219 | |
| N | 7910 | 7.2% |
| o | 7910 | 7.2% |
None
| Value | Count | Frequency (%) |
| ã | 7910 |
Registro de TCC Pendente
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6969 |
| Missing (%) | 15.1% |
| Memory size | 3.3 MiB |
| Não | |
|---|---|
| Sim |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 117381 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Não |
| 3rd row | Não |
| 4th row | Não |
| 5th row | Não |
Common Values
| Value | Count | Frequency (%) |
| Não | 29272 | |
| Sim | 9855 | 21.4% |
| (Missing) | 6969 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| não | 29272 | |
| sim | 9855 | 25.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 29272 | |
| ã | 29272 | |
| o | 29272 | |
| S | 9855 | 8.4% |
| i | 9855 | 8.4% |
| m | 9855 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 78254 | |
| Uppercase Letter | 39127 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| ã | 29272 | |
| o | 29272 | |
| i | 9855 | 12.6% |
| m | 9855 | 12.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 29272 | |
| S | 9855 | 25.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117381 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 29272 | |
| ã | 29272 | |
| o | 29272 | |
| S | 9855 | 8.4% |
| i | 9855 | 8.4% |
| m | 9855 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88109 | |
| None | 29272 | 24.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 29272 | |
| o | 29272 | |
| S | 9855 | 11.2% |
| i | 9855 | 11.2% |
| m | 9855 | 11.2% |
None
| Value | Count | Frequency (%) |
| ã | 29272 |
Carga Horária de Seminário Pendente
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7236 |
| Missing (%) | 15.7% |
| Memory size | 2.9 MiB |
| Sim | |
|---|---|
| Não |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 116580 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Sim |
| 3rd row | Sim |
| 4th row | Não |
| 5th row | Não |
Common Values
| Value | Count | Frequency (%) |
| Sim | 28295 | |
| Não | 10565 | 22.9% |
| (Missing) | 7236 | 15.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sim | 28295 | |
| não | 10565 | 27.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 28295 | |
| i | 28295 | |
| m | 28295 | |
| N | 10565 | 9.1% |
| ã | 10565 | 9.1% |
| o | 10565 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 77720 | |
| Uppercase Letter | 38860 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 28295 | |
| m | 28295 | |
| ã | 10565 | 13.6% |
| o | 10565 | 13.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 28295 | |
| N | 10565 | 27.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 116580 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 28295 | |
| i | 28295 | |
| m | 28295 | |
| N | 10565 | 9.1% |
| ã | 10565 | 9.1% |
| o | 10565 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 106015 | |
| None | 10565 | 9.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 28295 | |
| i | 28295 | |
| m | 28295 | |
| N | 10565 | 10.0% |
| o | 10565 | 10.0% |
None
| Value | Count | Frequency (%) |
| ã | 10565 |
Carga Horária Obrigatória Pendente
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6967 |
| Missing (%) | 15.1% |
| Memory size | 2.8 MiB |
| Sim | |
|---|---|
| Não |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 117387 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Sim |
| 3rd row | Sim |
| 4th row | Não |
| 5th row | Não |
Common Values
| Value | Count | Frequency (%) |
| Sim | 30546 | |
| Não | 8583 | 18.6% |
| (Missing) | 6967 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sim | 30546 | |
| não | 8583 | 21.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 30546 | |
| i | 30546 | |
| m | 30546 | |
| N | 8583 | 7.3% |
| ã | 8583 | 7.3% |
| o | 8583 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 78258 | |
| Uppercase Letter | 39129 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 30546 | |
| m | 30546 | |
| ã | 8583 | 11.0% |
| o | 8583 | 11.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 30546 | |
| N | 8583 | 21.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 30546 | |
| i | 30546 | |
| m | 30546 | |
| N | 8583 | 7.3% |
| ã | 8583 | 7.3% |
| o | 8583 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108804 | |
| None | 8583 | 7.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 30546 | |
| i | 30546 | |
| m | 30546 | |
| N | 8583 | 7.9% |
| o | 8583 | 7.9% |
None
| Value | Count | Frequency (%) |
| ã | 8583 |
curso
Text
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
Length
| Max length | 90 |
|---|---|
| Median length | 47 |
| Mean length | 26.894806 |
| Min length | 16 |
Characters and Unicode
| Total characters | 1239743 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Técnico em Agropecuária |
|---|---|
| 2nd row | Técnico em Informática |
| 3rd row | Técnico em Manutenção e Suporte em Informática |
| 4th row | Técnico em Química |
| 5th row | Técnico em Biocombustíveis |
| Value | Count | Frequency (%) |
| em | 46826 | |
| técnico | 33710 | |
| informática | 9065 | 5.2% |
| tecnologia | 6781 | 3.9% |
| licenciatura | 4616 | 2.6% |
| e | 4097 | 2.3% |
| de | 4051 | 2.3% |
| edificações | 3315 | 1.9% |
| para | 2948 | 1.7% |
| internet | 2679 | 1.5% |
| Other values (100) | 56730 |
Most occurring characters
| Value | Count | Frequency (%) |
| 128722 | 10.4% | |
| e | 119128 | 9.6% |
| c | 116795 | 9.4% |
| i | 106152 | 8.6% |
| o | 96951 | 7.8% |
| n | 87291 | 7.0% |
| a | 77644 | 6.3% |
| m | 74204 | 6.0% |
| t | 50585 | 4.1% |
| r | 46192 | 3.7% |
| Other values (46) | 336079 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 996307 | |
| Space Separator | 128722 | 10.4% |
| Uppercase Letter | 114321 | 9.2% |
| Dash Punctuation | 203 | < 0.1% |
| Nonspacing Mark | 95 | < 0.1% |
| Other Punctuation | 95 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 119128 | |
| c | 116795 | |
| i | 106152 | |
| o | 96951 | |
| n | 87291 | |
| a | 77644 | |
| m | 74204 | |
| t | 50585 | 5.1% |
| r | 46192 | 4.6% |
| é | 37060 | 3.7% |
| Other values (24) | 184305 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 42266 | |
| I | 12248 | 10.7% |
| E | 10418 | 9.1% |
| M | 8835 | 7.7% |
| A | 8362 | 7.3% |
| L | 6136 | 5.4% |
| S | 5417 | 4.7% |
| G | 4023 | 3.5% |
| C | 3771 | 3.3% |
| P | 3170 | 2.8% |
| Other values (8) | 9675 | 8.5% |
Space Separator
| Value | Count | Frequency (%) |
| 128722 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 203 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ̂ | 95 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 95 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1110628 | |
| Common | 129020 | 10.4% |
| Inherited | 95 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 119128 | |
| c | 116795 | 10.5% |
| i | 106152 | 9.6% |
| o | 96951 | 8.7% |
| n | 87291 | 7.9% |
| a | 77644 | 7.0% |
| m | 74204 | 6.7% |
| t | 50585 | 4.6% |
| r | 46192 | 4.2% |
| T | 42266 | 3.8% |
| Other values (42) | 293420 |
Common
| Value | Count | Frequency (%) |
| 128722 | ||
| - | 203 | 0.2% |
| / | 95 | 0.1% |
Inherited
| Value | Count | Frequency (%) |
| ̂ | 95 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1156294 | |
| None | 83354 | 6.7% |
| Diacriticals | 95 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 128722 | ||
| e | 119128 | |
| c | 116795 | |
| i | 106152 | |
| o | 96951 | 8.4% |
| n | 87291 | 7.5% |
| a | 77644 | 6.7% |
| m | 74204 | 6.4% |
| t | 50585 | 4.4% |
| r | 46192 | 4.0% |
| Other values (34) | 252630 |
None
| Value | Count | Frequency (%) |
| é | 37060 | |
| á | 13214 | 15.9% |
| ç | 11333 | 13.6% |
| ã | 9192 | 11.0% |
| í | 4128 | 5.0% |
| õ | 3315 | 4.0% |
| â | 1984 | 2.4% |
| ô | 1318 | 1.6% |
| ó | 896 | 1.1% |
| ú | 670 | 0.8% |
Diacriticals
| Value | Count | Frequency (%) |
| ̂ | 95 |
class
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 46096 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 46096 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 46096 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31064 | |
| 1 | 15032 |
| Ano Letivo de Previsão de Conclusão | Ano de Ingresso | Campus | Carga Horária Obrigatória Pendente | Carga Horária de Prática Profissional Pendente | Carga Horária de Seminário Pendente | Código Curso | Estado Civil | Etnia/Raça | Forma de Ingresso | Frequência no Período | I.R.A. | Modalidade | Nível de Ensino | Percentual de Progresso | Período Atual | Período de Ingresso | Prática Profissional Pendente | Registro de TCC Pendente | Renda Per Capita | Sexo | Tipo de Escola de Origem | Turno | Zona Residencial | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ano Letivo de Previsão de Conclusão | 1.000 | 0.893 | 0.083 | 0.532 | 0.496 | 0.460 | 0.052 | 0.046 | 0.045 | 0.098 | 0.181 | -0.235 | 0.321 | 0.200 | -0.339 | -0.412 | 0.216 | 0.485 | 0.323 | 0.027 | 0.040 | 0.059 | 0.246 | 0.073 | 0.334 |
| Ano de Ingresso | 0.893 | 1.000 | 0.072 | 0.512 | 0.498 | 0.495 | 0.032 | 0.043 | 0.051 | 0.055 | 0.134 | -0.294 | 0.063 | 0.054 | -0.375 | -0.471 | 0.141 | 0.493 | 0.241 | 0.026 | 0.047 | 0.039 | 0.088 | 0.070 | 0.307 |
| Campus | 0.083 | 0.072 | 1.000 | 0.089 | 0.104 | 0.148 | 0.948 | 0.102 | 0.093 | 0.073 | 0.077 | 0.099 | 0.274 | 0.269 | 0.095 | 0.081 | 0.289 | 0.106 | 0.254 | 0.053 | 0.130 | 0.152 | 0.473 | 0.269 | 0.137 |
| Carga Horária Obrigatória Pendente | 0.532 | 0.512 | 0.089 | 1.000 | 0.893 | 0.830 | 0.075 | 0.049 | 0.049 | 0.111 | 0.364 | 0.392 | 0.198 | 0.182 | 0.942 | 0.672 | 0.026 | 0.878 | 0.262 | 0.013 | 0.055 | 0.065 | 0.115 | 0.034 | 0.339 |
| Carga Horária de Prática Profissional Pendente | 0.496 | 0.498 | 0.104 | 0.893 | 1.000 | 0.792 | 0.088 | 0.055 | 0.050 | 0.110 | 0.378 | 0.386 | 0.209 | 0.181 | 0.972 | 0.636 | 0.051 | 0.964 | 0.264 | 0.015 | 0.057 | 0.069 | 0.128 | 0.034 | 0.347 |
| Carga Horária de Seminário Pendente | 0.460 | 0.495 | 0.148 | 0.830 | 0.792 | 1.000 | 0.117 | 0.078 | 0.055 | 0.161 | 0.367 | 0.414 | 0.288 | 0.260 | 0.894 | 0.773 | 0.071 | 0.790 | 0.321 | 0.014 | 0.065 | 0.075 | 0.175 | 0.025 | 0.358 |
| Código Curso | 0.052 | 0.032 | 0.948 | 0.075 | 0.088 | 0.117 | 1.000 | 0.086 | 0.065 | 0.084 | 0.048 | -0.011 | 0.228 | 0.197 | 0.025 | -0.005 | 0.228 | 0.087 | 0.177 | -0.107 | 0.115 | 0.107 | 0.329 | 0.207 | 0.116 |
| Estado Civil | 0.046 | 0.043 | 0.102 | 0.049 | 0.055 | 0.078 | 0.086 | 1.000 | 0.011 | 0.045 | 0.062 | 0.043 | 0.127 | 0.119 | 0.082 | 0.046 | 0.159 | 0.055 | 0.108 | 0.041 | 0.065 | 0.038 | 0.130 | 0.058 | 0.102 |
| Etnia/Raça | 0.045 | 0.051 | 0.093 | 0.049 | 0.050 | 0.055 | 0.065 | 0.011 | 1.000 | 0.222 | 0.032 | 0.055 | 0.050 | 0.069 | 0.041 | 0.026 | 0.041 | 0.049 | 0.062 | 0.065 | 0.029 | 0.238 | 0.032 | 0.106 | 0.046 |
| Forma de Ingresso | 0.098 | 0.055 | 0.073 | 0.111 | 0.110 | 0.161 | 0.084 | 0.045 | 0.222 | 1.000 | 0.055 | 0.074 | 0.273 | 0.559 | 0.075 | 0.094 | 0.125 | 0.108 | 0.528 | 0.069 | 0.070 | 0.478 | 0.156 | 0.140 | 0.126 |
| Frequência no Período | 0.181 | 0.134 | 0.077 | 0.364 | 0.378 | 0.367 | 0.048 | 0.062 | 0.032 | 0.055 | 1.000 | 0.177 | 0.213 | 0.223 | 0.385 | 0.178 | 0.208 | 0.379 | 0.250 | 0.043 | 0.102 | 0.101 | 0.131 | 0.034 | 0.715 |
| I.R.A. | -0.235 | -0.294 | 0.099 | 0.392 | 0.386 | 0.414 | -0.011 | 0.043 | 0.055 | 0.074 | 0.177 | 1.000 | 0.124 | 0.155 | 0.677 | 0.738 | 0.111 | 0.388 | 0.261 | 0.078 | 0.106 | 0.154 | 0.103 | 0.059 | 0.416 |
| Modalidade | 0.321 | 0.063 | 0.274 | 0.198 | 0.209 | 0.288 | 0.228 | 0.127 | 0.050 | 0.273 | 0.213 | 0.124 | 1.000 | 1.000 | 0.240 | 0.264 | 0.492 | 0.207 | 0.948 | 0.041 | 0.108 | 0.190 | 0.495 | 0.074 | 0.432 |
| Nível de Ensino | 0.200 | 0.054 | 0.269 | 0.182 | 0.181 | 0.260 | 0.197 | 0.119 | 0.069 | 0.559 | 0.223 | 0.155 | 1.000 | 1.000 | 0.340 | 0.436 | 0.010 | 0.178 | 0.947 | 0.035 | 0.064 | 0.055 | 0.341 | 0.023 | 0.170 |
| Percentual de Progresso | -0.339 | -0.375 | 0.095 | 0.942 | 0.972 | 0.894 | 0.025 | 0.082 | 0.041 | 0.075 | 0.385 | 0.677 | 0.240 | 0.340 | 1.000 | 0.919 | 0.217 | 0.945 | 0.397 | 0.028 | 0.122 | 0.143 | 0.155 | 0.067 | 0.600 |
| Período Atual | -0.412 | -0.471 | 0.081 | 0.672 | 0.636 | 0.773 | -0.005 | 0.046 | 0.026 | 0.094 | 0.178 | 0.738 | 0.264 | 0.436 | 0.919 | 1.000 | 0.100 | 0.644 | 0.466 | 0.019 | 0.077 | 0.092 | 0.184 | 0.048 | 0.409 |
| Período de Ingresso | 0.216 | 0.141 | 0.289 | 0.026 | 0.051 | 0.071 | 0.228 | 0.159 | 0.041 | 0.125 | 0.208 | 0.111 | 0.492 | 0.010 | 0.217 | 0.100 | 1.000 | 0.052 | 0.026 | 0.010 | 0.051 | 0.065 | 0.372 | 0.052 | 0.195 |
| Prática Profissional Pendente | 0.485 | 0.493 | 0.106 | 0.878 | 0.964 | 0.790 | 0.087 | 0.055 | 0.049 | 0.108 | 0.379 | 0.388 | 0.207 | 0.178 | 0.945 | 0.644 | 0.052 | 1.000 | 0.260 | 0.017 | 0.059 | 0.069 | 0.126 | 0.035 | 0.350 |
| Registro de TCC Pendente | 0.323 | 0.241 | 0.254 | 0.262 | 0.264 | 0.321 | 0.177 | 0.108 | 0.062 | 0.528 | 0.250 | 0.261 | 0.948 | 0.947 | 0.397 | 0.466 | 0.026 | 0.260 | 1.000 | 0.032 | 0.064 | 0.060 | 0.338 | 0.011 | 0.183 |
| Renda Per Capita | 0.027 | 0.026 | 0.053 | 0.013 | 0.015 | 0.014 | -0.107 | 0.041 | 0.065 | 0.069 | 0.043 | 0.078 | 0.041 | 0.035 | 0.028 | 0.019 | 0.010 | 0.017 | 0.032 | 1.000 | 0.054 | 0.289 | 0.042 | 0.119 | 0.042 |
| Sexo | 0.040 | 0.047 | 0.130 | 0.055 | 0.057 | 0.065 | 0.115 | 0.065 | 0.029 | 0.070 | 0.102 | 0.106 | 0.108 | 0.064 | 0.122 | 0.077 | 0.051 | 0.059 | 0.064 | 0.054 | 1.000 | 0.021 | 0.093 | 0.056 | 0.082 |
| Tipo de Escola de Origem | 0.059 | 0.039 | 0.152 | 0.065 | 0.069 | 0.075 | 0.107 | 0.038 | 0.238 | 0.478 | 0.101 | 0.154 | 0.190 | 0.055 | 0.143 | 0.092 | 0.065 | 0.069 | 0.060 | 0.289 | 0.021 | 1.000 | 0.120 | 0.171 | 0.080 |
| Turno | 0.246 | 0.088 | 0.473 | 0.115 | 0.128 | 0.175 | 0.329 | 0.130 | 0.032 | 0.156 | 0.131 | 0.103 | 0.495 | 0.341 | 0.155 | 0.184 | 0.372 | 0.126 | 0.338 | 0.042 | 0.093 | 0.120 | 1.000 | 0.053 | 0.247 |
| Zona Residencial | 0.073 | 0.070 | 0.269 | 0.034 | 0.034 | 0.025 | 0.207 | 0.058 | 0.106 | 0.140 | 0.034 | 0.059 | 0.074 | 0.023 | 0.067 | 0.048 | 0.052 | 0.035 | 0.011 | 0.119 | 0.056 | 0.171 | 0.053 | 1.000 | 0.038 |
| class | 0.334 | 0.307 | 0.137 | 0.339 | 0.347 | 0.358 | 0.116 | 0.102 | 0.046 | 0.126 | 0.715 | 0.416 | 0.432 | 0.170 | 0.600 | 0.409 | 0.195 | 0.350 | 0.183 | 0.042 | 0.082 | 0.080 | 0.247 | 0.038 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Ano Letivo de Previsão de Conclusão | Ano de Ingresso | Campus | Código Curso | Descrição do Curso | Estado Civil | Etnia/Raça | Forma de Ingresso | Frequência no Período | I.R.A. | Matriz | Modalidade | Nível de Ensino | Percentual de Progresso | Período Atual | Período de Ingresso | Renda Per Capita | Sexo | Tipo de Escola de Origem | Turno | Zona Residencial | Prática Profissional Pendente | Carga Horária de Prática Profissional Pendente | Registro de TCC Pendente | Carga Horária de Seminário Pendente | Carga Horária Obrigatória Pendente | curso | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2024 | 2023 | AP | 8079 | Técnico de Nivel Médio em Agropecuária, na Forma Subsequente [2012] - Campus Apodi | Solteiro | Parda | Ampla Concorrência | 81.53 | 0.00 | 136 - Técnico Subsequente em Agropecuária (2012) | Técnico Subsequente | Médio | NaN | 1 | 1 | 0.17 | M | Pública | Matutino | Urbana | NaN | NaN | NaN | NaN | NaN | Técnico em Agropecuária | 0 |
| 1 | 2021 | 2018 | AP | 8401 | Técnico de Nivel Médio em Informática, na Forma Integrado (2012) - Campus Apodi | Solteiro | Branca | Ampla Concorrência | 99.36 | 83.36 | 106 - Técnico Integrado em Informática (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.61 | M | Privada | Vespertino | Urbana | Não | Não | Não | Não | Não | Técnico em Informática | 0 |
| 2 | 2020 | 2018 | AP | 8407 | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2014] - Campus Apodi | Solteiro | Branca | Ampla Concorrência | 0.00 | 32.30 | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) | Técnico Subsequente | Médio | 0.61 | 1 | 1 | 0.26 | M | Pública | Noturno | Urbana | Sim | Sim | Não | Sim | Sim | Técnico em Manutenção e Suporte em Informática | 1 |
| 3 | 2022 | 2020 | AP | 8428 | Técnico de Nível Médio em Química, na Forma Subsequente (2015) - Campus Apodi | Casado | Parda | Ampla Concorrência | 0.00 | 90.86 | 152 - Técnico Subsequente em Química (2012) | Técnico Subsequente | Médio | 6.53 | 1 | 2 | 0.32 | M | Pública | Vespertino | Urbana | Sim | Sim | Não | Sim | Sim | Técnico em Química | 1 |
| 4 | 2022 | 2019 | AP | 8427 | Técnico de Nível Médio em Biocombustíveis, na Forma Integrado (2012) - Campus Apodi | Solteiro | Parda | L6 - Qualquer Renda / Autodeclarado PPI | 95.45 | 82.70 | 180 - Técnico Integrado em Biocombustíveis (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 1.32 | F | Pública | Vespertino | Urbana | Não | Não | Não | Não | Não | Técnico em Biocombustíveis | 0 |
| 5 | 2021 | 2018 | AP | 8026 | Técnico de Nivel Médio em Agropecuária, na Forma Integrada (2015) - Campus Apodi | Solteiro | Branca | Ampla Concorrência | 99.83 | 87.61 | 178 - Técnico Integrado em Agropecuária (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.34 | F | Privada | Vespertino | Urbana | Não | Não | Não | Não | Não | Técnico em Agropecuária | 0 |
| 6 | 2021 | 2018 | AP | 8026 | Técnico de Nivel Médio em Agropecuária, na Forma Integrada (2015) - Campus Apodi | Casado | Branca | Ampla Concorrência | 93.84 | 73.21 | 178 - Técnico Integrado em Agropecuária (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.46 | F | Pública | Vespertino | Urbana | Não | Não | Não | Não | Não | Técnico em Agropecuária | 0 |
| 7 | 2022 | 2019 | AP | 8413 | Licenciatura em Química (2012) - Campus Apodi | Solteiro | Branca | L5 - Qualquer Renda / Qualquer Etnia (SISU) | 90.12 | 69.80 | 327 - Licenciatura em Química [2018] | Licenciatura | Graduação | 34.78 | 2 | 1 | 0.17 | M | Pública | Vespertino | Urbana | Sim | Sim | Sim | Sim | Sim | Licenciatura em Química | 0 |
| 8 | 2023 | 2019 | AP | 8413 | Licenciatura em Química (2012) - Campus Apodi | Solteiro | Parda | Transferência Facultativa | 0.00 | 68.31 | 327 - Licenciatura em Química [2018] | Licenciatura | Graduação | 14.81 | 2 | 2 | 2.00 | M | Pública | Noturno | Urbana | Sim | Sim | Sim | Sim | Sim | Licenciatura em Química | 1 |
| 9 | 2022 | 2018 | AP | 8413 | Licenciatura em Química (2012) - Campus Apodi | Solteiro | Preta | L2 - Renda <= 1,5 / Autodeclarados PPI | 100.00 | 0.00 | 151 - Licenciatura em Química (2012) | Licenciatura | Graduação | 0.00 | 1 | 1 | 0.50 | M | Pública | Noturno | Urbana | NaN | NaN | NaN | NaN | NaN | Licenciatura em Química | 1 |
| Ano Letivo de Previsão de Conclusão | Ano de Ingresso | Campus | Código Curso | Descrição do Curso | Estado Civil | Etnia/Raça | Forma de Ingresso | Frequência no Período | I.R.A. | Matriz | Modalidade | Nível de Ensino | Percentual de Progresso | Período Atual | Período de Ingresso | Renda Per Capita | Sexo | Tipo de Escola de Origem | Turno | Zona Residencial | Prática Profissional Pendente | Carga Horária de Prática Profissional Pendente | Registro de TCC Pendente | Carga Horária de Seminário Pendente | Carga Horária Obrigatória Pendente | curso | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46686 | 2022 | 2020 | ZN | 4069 | Tecnologia em Marketing (2015) - Campus Zona Norte | Solteiro | Preta | L2 - Renda <= 1,5 / Autodeclarados PPI (SISU) | 0.00 | 0.00 | 365 - Tecnologia em Marketing [2019] | Tecnologia | Graduação | 0.00 | 1 | 1 | NaN | M | Pública | Noturno | Urbana | Sim | Sim | Sim | Sim | Sim | Tecnologia em Marketing | 1 |
| 46687 | 2022 | 2019 | ZN | 4206 | Técnico de Nível Médio em Eletrônica, na Forma Integrado (2012) - Campus Zona Norte | Solteiro | Parda | L6 - Qualquer Renda / Autodeclarado PPI | 93.20 | 82.35 | 201 - Técnico Integrado em Eletrônica (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.31 | M | Pública | Matutino | Urbana | Não | Não | Não | Não | Não | Técnico em Eletrônica | 0 |
| 46688 | 2020 | 2018 | ZN | 4407 | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2012] - Campus Zona Norte | Solteiro | Branca | Ampla Concorrência | 88.78 | 88.67 | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) | Técnico Subsequente | Médio | 100.00 | 4 | 1 | 1.31 | M | Privada | Matutino | Urbana | Não | Não | Não | Não | Não | Técnico em Manutenção e Suporte em Informática | 0 |
| 46689 | 2023 | 2021 | ZN | 4407 | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2012] - Campus Zona Norte | Solteiro | Preta | Ampla Concorrência | 0.00 | 46.39 | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) | Técnico Subsequente | Médio | 36.28 | 3 | 2 | 0.55 | M | Privada | Noturno | Urbana | Sim | Sim | Não | Sim | Sim | Técnico em Manutenção e Suporte em Informática | 1 |
| 46690 | 2024 | 2022 | ZN | 4407 | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2012] - Campus Zona Norte | Solteiro | Parda | Ampla Concorrência | 0.00 | 90.14 | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) | Técnico Subsequente | Médio | 39.00 | 3 | 2 | 0.41 | M | Privada | Noturno | Urbana | Sim | Sim | Não | Sim | Sim | Técnico em Manutenção e Suporte em Informática | 0 |
| 46691 | 2026 | 2023 | ZN | 4206 | Técnico de Nível Médio em Eletrônica, na Forma Integrado (2012) - Campus Zona Norte | Solteiro | Branca | L1 - Renda <= 1,5 / Qualquer Etnia | 98.90 | 0.00 | 201 - Técnico Integrado em Eletrônica (2012) | Técnico Integrado | Médio | NaN | 1 | 1 | 0.51 | M | Pública | Vespertino | Urbana | NaN | NaN | NaN | NaN | NaN | Técnico em Eletrônica | 0 |
| 46692 | 2022 | 2020 | ZN | 4407 | Técnico de Nível Médio em Manutenção e Suporte em Informática, na Forma Subsequente [2012] - Campus Zona Norte | Solteiro | Parda | Ampla Concorrência | 100.00 | 0.00 | 148 - Técnico Subsequente em Manutenção e Suporte em Informatica (2012) | Técnico Subsequente | Médio | NaN | 1 | 2 | 0.78 | M | Pública | Noturno | Urbana | NaN | NaN | NaN | NaN | NaN | Técnico em Manutenção e Suporte em Informática | 1 |
| 46693 | 2022 | 2019 | ZN | 4111 | Técnico de Nível Médio em Informática para Internet, na Forma Integrado (2014) - Campus Zona Norte | Solteiro | Branca | Ampla Concorrência | 83.62 | 79.93 | 202 - Técnico Integrado em Informática para Internet (2014) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.00 | M | Privada | Vespertino | Urbana | Não | Não | Não | Não | Não | Técnico em Informática para Internet | 0 |
| 46694 | 2022 | 2019 | ZN | 4206 | Técnico de Nível Médio em Eletrônica, na Forma Integrado (2012) - Campus Zona Norte | Solteiro | Parda | L2 - Renda <= 1,5 / Autodeclarados PPI | 89.92 | 79.47 | 201 - Técnico Integrado em Eletrônica (2012) | Técnico Integrado | Médio | 100.00 | 4 | 1 | 0.12 | M | Pública | Matutino | Urbana | Não | Não | Não | Não | Não | Técnico em Eletrônica | 0 |
| 46695 | 2022 | 2019 | ZN | 4069 | Tecnologia em Marketing (2015) - Campus Zona Norte | Solteiro | Indígena | L6 - Qualquer Renda / Autodeclarado PPI (SISU) | 0.00 | 54.81 | 365 - Tecnologia em Marketing [2019] | Tecnologia | Graduação | 42.00 | 1 | 2 | 0.41 | F | Pública | Noturno | Urbana | Sim | Sim | Sim | Sim | Sim | Tecnologia em Marketing | 0 |
Most frequently occurring
| Ano Letivo de Previsão de Conclusão | Ano de Ingresso | Campus | Código Curso | Descrição do Curso | Estado Civil | Etnia/Raça | Forma de Ingresso | Frequência no Período | I.R.A. | Matriz | Modalidade | Nível de Ensino | Percentual de Progresso | Período Atual | Período de Ingresso | Renda Per Capita | Sexo | Tipo de Escola de Origem | Turno | Zona Residencial | Prática Profissional Pendente | Carga Horária de Prática Profissional Pendente | Registro de TCC Pendente | Carga Horária de Seminário Pendente | Carga Horária Obrigatória Pendente | curso | class | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 113 | 2025 | 2023 | ZL | 15806 | Tecnologia em Sistemas para Internet [2023] - Campus ZL | Solteiro | Parda | Ampla Concorrência | 100.0 | 0.0 | 448 - Tecnologia em Sistemas para Internet EAD [2023] | Tecnologia | Graduação | 0.0 | 1 | 1 | NaN | M | Pública | EAD | Urbana | Sim | Sim | Sim | Sim | Sim | Tecnologia em Sistemas para Internet | 0 | 9 |
| 144 | 2026 | 2023 | ZL | 15430 | Licenciatura em Matemática (2023) - Campus Zona Leste | Solteiro | Parda | Ampla Concorrência | 100.0 | 0.0 | 457 - Licenciatura em matemática EaD [2023] | Licenciatura | Graduação | 0.0 | 1 | 1 | NaN | M | Pública | EAD | Urbana | Sim | Sim | Sim | Sim | Sim | Licenciatura em Matemática | 0 | 7 |
| 108 | 2025 | 2023 | ZL | 15806 | Tecnologia em Sistemas para Internet [2023] - Campus ZL | Solteiro | Branca | Ampla Concorrência | 100.0 | 0.0 | 448 - Tecnologia em Sistemas para Internet EAD [2023] | Tecnologia | Graduação | 0.0 | 1 | 1 | NaN | M | Pública | EAD | Urbana | Sim | Sim | Sim | Sim | Sim | Tecnologia em Sistemas para Internet | 0 | 5 |
| 103 | 2025 | 2023 | CNAT | 1436 | Tecnologia em Gestão Pública (2012) - Natal-Central | Solteiro | Branca | Ampla Concorrência | 100.0 | 0.0 | 425 - Tecnologia em Gestão Pública [2022] | Tecnologia | Graduação | NaN | 1 | 2 | NaN | F | Privada | Vespertino | Urbana | NaN | NaN | NaN | NaN | NaN | Tecnologia em Gestão Pública | 0 | 4 |
| 120 | 2026 | 2023 | CNAT | 1304 | Tecnologia em Gestão Ambiental (2012) - Campus Natal-Central | Solteiro | Branca | Ampla Concorrência | 100.0 | 0.0 | 394 - Tecnologia em Gestão Ambiental (2020) | Tecnologia | Graduação | 0.0 | 1 | 2 | NaN | F | Privada | Noturno | Urbana | Sim | Sim | Sim | Sim | Sim | Tecnologia em Gestão Ambiental | 0 | 4 |
| 122 | 2026 | 2023 | CNAT | 1404 | Tecnologia em Análise e Desenvolvimento de Sistemas (2012) - Campus Natal-Central | Solteiro | Branca | Ampla Concorrência | 100.0 | 0.0 | 91 - Tecnologia em Análise e Desenvolvimento de Sistemas (2012) | Tecnologia | Graduação | NaN | 1 | 2 | NaN | M | Privada | Vespertino | Urbana | NaN | NaN | NaN | NaN | NaN | Tecnologia em Análise e Desenvolvimento de Sistemas | 0 | 4 |
| 134 | 2026 | 2023 | ZL | 15304 | Tecnologia em Gestão Ambiental EaD [2012] - Campus EaD (UAB) | Solteiro | Branca | Ampla Concorrência | 0.0 | 0.0 | 134 - Tecnologia em Gestão Ambiental (EAD) | Tecnologia | Graduação | NaN | 1 | 2 | NaN | F | Pública | EAD | Urbana | NaN | NaN | NaN | NaN | NaN | Tecnologia em Gestão Ambiental EaD | 0 | 4 |
| 137 | 2026 | 2023 | ZL | 15304 | Tecnologia em Gestão Ambiental EaD [2012] - Campus EaD (UAB) | Solteiro | Parda | Ampla Concorrência | 0.0 | 0.0 | 134 - Tecnologia em Gestão Ambiental (EAD) | Tecnologia | Graduação | NaN | 1 | 2 | NaN | M | Pública | EAD | Urbana | NaN | NaN | NaN | NaN | NaN | Tecnologia em Gestão Ambiental EaD | 0 | 4 |
| 138 | 2026 | 2023 | ZL | 15430 | Licenciatura em Matemática (2023) - Campus Zona Leste | Casado | Branca | Ampla Concorrência | 100.0 | 0.0 | 457 - Licenciatura em matemática EaD [2023] | Licenciatura | Graduação | 0.0 | 1 | 1 | NaN | M | Pública | EAD | Urbana | Sim | Sim | Sim | Sim | Sim | Licenciatura em Matemática | 0 | 4 |
| 84 | 2024 | 2022 | CA | 10116 | Técnico de Nível Médio em Vestuário, na Forma Subsequente [2012] - Campus Caicó | Solteiro | Branca | Ampla Concorrência | 0.0 | 0.0 | 140 - Técnico Subsequente em Vestuário (2012) | Técnico Subsequente | Médio | 0.0 | 1 | 2 | NaN | F | Pública | Noturno | Urbana | Sim | Sim | Não | Sim | Sim | Técnico em Vestuário | 1 | 3 |